Examining the challenges and solutions in LLM watermarking to prevent misuse.
― 6 min read
Computer Science - Cryptography and Security
RSSA study on security flaws in smart contract address verification and a proposed detection method.
― 6 min read
This work highlights security risks in RL and introduces SleeperNets for backdoor attacks.
― 6 min read
Sharding improves blockchain speed and capacity by breaking networks into smaller groups.
― 4 min read
A new benchmark for assessing LLMs in cybersecurity tasks.
― 7 min read
Examining client contributions and vulnerabilities in federated learning systems.
― 6 min read
New cryptographic methods are vital for protecting data against quantum threats.
― 6 min read
A new method ensures privacy while gathering useful data from smart devices.
― 5 min read
A method for collaborative machine learning while keeping data private.
― 5 min read
Analyzing how binary bi-braces improve encryption systems and detect vulnerabilities.
― 6 min read
A new method improves data privacy for discrete data analysis.
― 6 min read
Examining harmful extensions in the Chrome Web Store and how to detect them.
― 6 min read
This approach improves function comparison in software through call graphlets.
― 6 min read
LayerCAM-AE enhances detection of malicious updates in federated learning while preserving data privacy.
― 5 min read
Combining NIDS with Neurosymbolic AI improves threat detection and system understanding.
― 5 min read
Research aims to balance privacy and accuracy in vector mean estimation methods.
― 5 min read
We propose a method for creating invisible backdoor triggers in diffusion models.
― 6 min read
Analyzing vulnerabilities in the SAE J1939 protocol for commercial vehicles.
― 6 min read
Two innovative techniques improve adversarial attacks on tabular data models.
― 7 min read
Counterfactuals reveal insights but pose privacy risks in machine learning.
― 6 min read
Examining the risks and misuse of large language models in cybercrime.
― 6 min read
Addressing security challenges in AI agents for safer interactions.
― 6 min read
Exploring safety, reliability, and ethical issues in language models.
― 7 min read
New methods improve language model predictions under varying input conditions.
― 6 min read
ECHO improves network traffic classification through machine learning techniques.
― 6 min read
This article discusses privacy and bias in predictive algorithms for sensitive data.
― 6 min read
BISON offers a way to log in securely while protecting user identities.
― 6 min read
A new framework enhances synthetic data creation while protecting personal information.
― 7 min read
Introducing PrivacyRestore to protect user data while using large language models.
― 6 min read
New methods reveal resilience in neural network circuits against manipulation.
― 6 min read
Methods to estimate dataset characteristics while keeping individual data safe.
― 4 min read
This method improves data tracking through advanced watermarking techniques.
― 6 min read
A look into privacy methods and their effectiveness in data sharing.
― 6 min read
Exploring the role and potential of quantum unpredictability in modern cryptographic systems.
― 5 min read
A new method enhances privacy protection while training deep learning models.
― 5 min read
An analysis of community detection methods incorporating differential privacy.
― 7 min read
A new method for analyzing categorical data while ensuring privacy.
― 7 min read
A look into new methods for ad measurement that prioritize user privacy.
― 6 min read
Learn how optimistic rollups improve blockchain speed and efficiency.
― 5 min read
Discover how Layer-2 solutions reshape trading efficiency and arbitrage opportunities.
― 6 min read